Prosecution Insights
Last updated: April 19, 2026

Morgan, Lewis & Bockius LLP (Sf)(Walmart)

46 pending office actions • 1 client

Portfolio Summary

46
Total Pending OAs
18
Final Rejections
28
Non-Final OAs

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Walmart Apollo, LLC 46

Pending Office Actions

App #TitleClientExaminerArt UnitStatusFiled
18813162 Untitled Walmart Apollo, LLC TURK, BROCK E 3692 Final Rejection
19231808 SYSTEMS AND METHODS FOR GENERATING AGGREGATED REVIEWS Walmart Apollo, LLC GODBOLD, DAVID GARRISON 3628 Non-Final OA Jun 09, 2025
19228543 SYSTEMS AND METHODS FOR ATTRIBUTE EXTRACTION USING GENERATIVE ARTIFICIAL INTELLIGENCE Walmart Apollo, LLC FERRER, JEDIDIAH P 2153 Non-Final OA Jun 04, 2025
19088241 SYSTEMS AND METHODS FOR RECOMMENDING INFORMATION ITEMS FOR FULFILLMENT-BASED NATURAL LANGUAGE QUERIES Walmart Apollo, LLC HOANG, HAU HAI 2154 Non-Final OA Mar 24, 2025
19078662 ENTITY-AWARE MULTI-TASK MACHINE LEARNING Walmart Apollo, LLC RICHARDSON, JAMES E 2169 Non-Final OA Mar 13, 2025
19025717 SYSTEMS AND METHODS FOR SEGMENTATION USING ENSEMBLE NEURAL NETWORKS Walmart Apollo, LLC HICKS, SHIRLEY D. 2168 Non-Final OA Jan 16, 2025
19012417 SYSTEMS AND METHODS FOR INFORMATION RECOMMENDATION BASED ON COLLABORATIVE FILTERING Walmart Apollo, LLC LADONI, AHOORA 3689 Non-Final OA Jan 07, 2025
18903182 EXPEDITING ONLINE TRANSACTIONS Walmart Apollo, LLC CHOI, PETER H 3681 Non-Final OA Oct 01, 2024
18820794 GRAPH NEURAL NETWORK SYSTEM FOR LARGE-SCALE ITEM RANKING Walmart Apollo, LLC WILLOUGHBY, ALICIA M 2156 Non-Final OA Aug 30, 2024
18785220 METHODS AND APPARATUS FOR GENERATING TARGET LABELS FROM MULTI-DIMENSIONAL TIME SERIES DATA Walmart Apollo, LLC WAESCO, JOSEPH M 3625 Final Rejection Jul 26, 2024
18769676 SYSTEMS AND METHODS FOR FORECASTING SALES DATA OF NEW STORE ITEMS Walmart Apollo, LLC JARRETT, SCOTT L 3625 Final Rejection Jul 11, 2024
18737175 SYSTEMS AND METHODS FOR UNIFIED PROBLEM RECOVERY OF WORKLOADS Walmart Apollo, LLC WILSON, YOLANDA L 2113 Final Rejection Jun 07, 2024
18737204 SYSTEMS AND METHODS FOR UNIFIED PROBLEM OBSERVABILITY OF WORKLOADS Walmart Apollo, LLC WHITESELL, AUDREY EMMA 2113 Non-Final OA Jun 07, 2024
18430043 METHODS AND APPARATUS FOR AUTOMATIC ITEM RECOMMENDATION Walmart Apollo, LLC BUSCH, CHRISTOPHER CONRAD 3621 Final Rejection Feb 01, 2024
18428459 SYSTEMS AND METHODS FOR INVENTORY PLACEMENT AND DEMAND ALLOCATION Walmart Apollo, LLC CRAWLEY, TALIA F 3627 Final Rejection Jan 31, 2024
18428989 SYSTEMS AND METHODS FOR ITEM RECOMMENDATIONS BASED ON DUAL MODELS Walmart Apollo, LLC WEINER, ARIELLE E 3689 Non-Final OA Jan 31, 2024
18428096 SYSTEMS AND METHODS FOR ASSESSING FRAUD RISK USING MACHINE LEARNING Walmart Apollo, LLC BRIDGES, CHRISTOPHER 3693 Non-Final OA Jan 31, 2024
18428389 SYSTEMS AND METHODS FOR GROUP-BASED STACKING SIMULATION AND AUTOMATION Walmart Apollo, LLC CAMPBELL, SHANNON S 3628 Non-Final OA Jan 31, 2024
18428941 SYSTEMS AND METHODS FOR SIMULATION OPTIMIZATION OF PRODUCTION NETWORKS Walmart Apollo, LLC GUNN, JEREMY L 3624 Final Rejection Jan 31, 2024
18423809 SYSTEMS AND METHODS FOR DYNAMICALLY ROUTING CUSTOMER REQUEST TO VARIOUS REPRESENTATIVES Walmart Apollo, LLC WEBB III, JAMES L 3624 Final Rejection Jan 26, 2024
18424020 SYSTEM AND METHOD FOR ESTIMATING ADVERTISEMENT IMPRESSIONS NEEDED TO DETECT SALES LIFT Walmart Apollo, LLC REFAI, SAM M 3621 Final Rejection Jan 26, 2024
18421105 SYSTEMS AND METHODS FOR CONTEXT AWARE REWARD BASED GAMIFIED ENGAGEMENT Walmart Apollo, LLC AYAD, MARIA S 2172 Final Rejection Jan 24, 2024
18420152 SYSTEMS AND METHODS FOR CATEGORIZATION OF INGESTED DATABASE ENTRIES TO DETERMINE TOPIC FREQUENCY Walmart Apollo, LLC HICKS, SHIRLEY D. 2168 Non-Final OA Jan 23, 2024
18541171 SYSTEM AND METHOD FOR DETERMINING CONTENT EFFECTIVENESS BASED ON SENSORS AND ASSET IDENTIFIERS Walmart Apollo, LLC CIRNU, ALEXANDRU 3622 Final Rejection Dec 15, 2023
18528000 METHODS AND APPARATUS FOR GROUPING ITEMS Walmart Apollo, LLC CHAMPAGNE, LUNA 3627 Final Rejection Dec 04, 2023
18490371 SYSTEM AND METHOD FOR CONTROLLING PRODUCT PRICE ADJUSTMENTS Walmart Apollo, LLC HENRY, MATTHEW D 3625 Non-Final OA Oct 19, 2023
18490648 SYSTEM AND METHOD FOR CONTROLLING PRODUCT ALLOCATION IN RESPONSE TO MARKET VARIATIONS Walmart Apollo, LLC ULLAH, ARIF 3625 Final Rejection Oct 19, 2023
18473504 SYSTEMS AND METHODS FOR CLASSIFICATION AND IDENTIFICATION OF NON-COMPLIANT ELEMENTS Walmart Apollo, LLC HALE, BROOKS T 2166 Non-Final OA Sep 25, 2023
18467990 SYSTEM AND METHOD FOR ITEM-SELLER RECOMMENDATION FOR ASSORTMENT GROWTH Walmart Apollo, LLC ULLAH, ARIF 3625 Non-Final OA Sep 15, 2023
18357892 SYSTEMS AND METHODS OF TRAFFIC MEASUREMENT USING IMAGE CAPTURE DEVICES VIA COMPUTER VISION Walmart Apollo, LLC ALLEN, LUCIUS CAMERON GREE 2673 Final Rejection Jul 24, 2023
18346946 SYSTEMS AND METHODS FOR VARIANT ITEM IDENTIFICATION AND INTERFACE GENERATION Walmart Apollo, LLC ALLEN, WILLIAM J 3619 Non-Final OA Jul 05, 2023
18330511 SYSTEMS AND METHODS FOR GENERATING FULFILLMENT INTERFACES INCLUDING AUTOMATIC FULFILLMENT DETERMINATION Walmart Apollo, LLC SMITH, LINDSEY B 3688 Final Rejection Jun 07, 2023
18025230 METHODS AND APPARATUSES FOR AUTOMATICALLY PREDICTING FILL RATES Walmart Apollo, LLC RINES, ROBERT D 3625 Non-Final OA Mar 08, 2023
18104021 SYSTEMS AND METHODS FOR HYBRID OPTIMIZATION TRAINING OF MULTINOMIAL LOGIT MODELS Walmart Apollo, LLC PATEL, LOKESHA G 2125 Non-Final OA Jan 31, 2023
18018774 METHODS AND APPARATUS FOR DIFFUSED ITEM RECOMMENDATIONS Walmart Apollo, LLC VAN BRAMER, JOHN W 3622 Final Rejection Jan 30, 2023
18148261 SYSTEMS AND METHODS FOR CROSS POLLINATION INTENT DETERMINATION Walmart Apollo, LLC KAPOOR, DEVAN 2126 Non-Final OA Dec 29, 2022
17944578 METHODS AND APPARATUS FOR AUTOMATIC ITEM PLACEMENT Walmart Apollo, LLC CRAWLEY, TALIA F 3627 Non-Final OA Sep 14, 2022
17906026 DOOR-STEP TIME ESTIMATION AND DELIVERY ROUTE OPTIMIZATION Walmart Apollo, LLC KYU, TAYAR M 3628 Non-Final OA Sep 09, 2022
17737698 METHODS AND APPARATUS FOR AGGREGATING METADATA OF MULTIPLE CLOUD DATABASES Walmart Apollo, LLC WILLOUGHBY, ALICIA M 2156 Non-Final OA May 05, 2022
17710225 METHODS AND APPARATUS FOR GENERATING TRAINING DATA TO TRAIN MACHINE LEARNING BASED MODELS Walmart Apollo, LLC RIFKIN, BEN M 2123 Non-Final OA Mar 31, 2022
17587659 SYSTEMS AND METHODS FOR GENERATING A CONSIDERATION INTENT CLASSIFICATION FOR AN EVENT Walmart Apollo, LLC SULLIVAN, THOMAS J 3689 Non-Final OA Jan 28, 2022
17378581 METHODS AND APPARATUS FOR OPTIMIZING HYPERPARAMETER SEARCH FUNCTIONALITY Walmart Apollo, LLC NAULT, VICTOR ADELARD 2124 Non-Final OA Jul 16, 2021
17343440 METHODS AND APPARATUS FOR AUTOMATICALLY RANKING ITEMS BASED ON MACHINE LEARNING PROCESSES Walmart Apollo, LLC MITROS, ANNA MAE 3689 Final Rejection Jun 09, 2021
17246179 MACHINE LEARNING BASED METHODS AND APPARATUS FOR AUTOMATICALLY GENERATING ITEM RANKINGS Walmart Apollo, LLC GORNEY, BORIS 2154 Final Rejection Apr 30, 2021
17162970 METHODS AND APPARATUS FOR RETRIEVING RELEVANT INFORMATION FROM AN UNSTRUCTURED KNOWLEDGE BASE Walmart Apollo, LLC BALAKRISHNAN, VIJAY MURALI 2143 Non-Final OA Jan 29, 2021
16527411 PERSONALIZED COMPLIMENTARY ITEM RECOMMENDATIONS USING SEQUENTIAL AND TRIPLET NEURAL ARCHITECTURE Walmart Apollo, LLC ALGHAZZY, SHAMCY 2128 Non-Final OA Jul 31, 2019

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